Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| " momma said no pussy cats inside my doghouse " | Mixed | Safe | User Added |
| " like Snoop said in 94 we dont love these hoes " | Mixed | Abusive | User Added |
| " lames crying over hoes thats tears of a clown " | Mixed | Abusive | User Added |
| " jus meet son now he ya mane ass bitches " #Shots | Mixed | Abusive | User Added |
| " it aint nothing to cut a bitch off " | Mixed | Abusive | User Added |
| " is that ya bitch " | Mixed | Abusive | User Added |
| " im done with bitter bitches its a wrap for that . if you a angry bird theres a app for that " | Mixed | Abusive | User Added |
| " if you're toes ain't done you pussy stinks " | Mixed | Abusive | User Added |
| " if you aint bout that Murder Game pussy nigga shut up " | Mixed | Abusive | User Added |
| " i'd say im back to the old me but my old bitches would get excited " 😌 | Mixed | Abusive | User Added |
| " i txt my old bitch my new bitch pussy wetter " | Mixed | Abusive | User Added |
| " i spend my money how i want bitch its my business " | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph